On October 25-26, the Fall into ML Conference was held in Moscow, organised by the AI and Digital Science Institute of the HSE Faculty of Computer Science in collaboration with the AI Research Centre and with support from the title partner, Sber. Over the course of two days, leading experts in artificial intelligence discussed prospects for advancing fundamental AI technologies.